Advanced search
Publication Cover
Journal of Real Estate Literature Volume 16, 2008 - Issue 2
Submit an article Journal homepage
11
Views
0
CrossRef citations to date
0
Altmetric
Research Articles

Genetic Programming Forecasting of Real Estate Prices of Residential Single-Family Homes in Southern California

Mak Kaboudan University of Redlands, Redlands, CA
Pages 217-240 | Published online: 18 Jun 2020

  • Allen, F. and R. Karjalainen. Using Genetic Algorithms to Find Technical Trading Rules. Journal of Financial Economics, 1999, 51, 245-71. Using Genetic Algorithms to Find Technical Trading Rules. Journal of Financial Economics 51 245 71
  • Anselin, L. Exploratory Spatial Data Analysis in a Geocomputational Environment. In M. Fisher, H. Scholten, and D. Unwin (Eds.), Geocomputation: A Primer. Chichester: Wiley, 1998. Exploratory Spatial Data Analysis in a Geocomputational Environment
  • Anselin, L. The Future of Spatial Analysis in the Social Sciences. Geographic Information Sciences, 1999, 5, 67-76. The Future of Spatial Analysis in the Social Sciences. Geographic Information Sciences 5 67 76
  • Anselin, L., A. Bera, R. Florax, and M. Yoon. Simple Diagnostic Tests for Spatial Dependence. Regional Science and Urban Economics, 1996, 26, 77-104. Simple Diagnostic Tests for Spatial Dependence. Regional Science and Urban Economics 26 77 104
  • Basu, A. and T.G. Thibodeau. Analysis of Spatial Autocorrelation in House Prices. Journal of Real Estate Finance and Economics, 1998, 17, 61-85. Analysis of Spatial Autocorrelation in House Prices. Journal of Real Estate Finance and Economics 17 61 85
  • Bin, O. A Prediction Comparison of Housing Sales Prices by Parametric versus Semi-Parametric Regressions. Journal of Housing Economics, 2004, 13, 68-84. Prediction Comparison of Housing Sales Prices by Parametric versus Semi-Parametric Regressions. Journal of Housing Economics 13 68 84
  • Bourassa, S.C., M. Hoesli, and V.S. Peng. Do Housing Submarkets Really Matter? Journal of Housing Economics, 2003, 12, 12-18. Do Housing Submarkets Really Matter? Journal of Housing Economics 12 12 18
  • DataQuick. PropertyPro CD. DataQuick Information Systems, Inc., San Diego, CA, 2005.
  • Fletcher, M., P. Gallimore, and J. Mangan. The Modeling of Housing Submarkets. Journal of Property Investment and Finance, 2000, 18, 473-87. The Modeling of Housing Submarkets. Journal of Property Investment and Finance 18 473 87
  • Gençay, R. and X. Yang. A Forecast Comparison of Residential Housing Prices by Parametric versus Semiparametric Conditional Mean Estimators. Economics Letters, 1996, 52, 129-35. A Forecast Comparison of Residential Housing Prices by Parametric versus Semiparametric Conditional Mean Estimators. Economics Letters 52 129 35
  • Getis, A. and K. Ord. The Analysis of Spatial Autocorrelation by Use of Distance Statistics. Geographical Analysis, 1992, 24, 189-206. The Analysis of Spatial Autocorrelation by Use of Distance Statistics. Geographical Analysis 24 189 206
  • Goodman, A. and T. Thibodeau. Housing Market Segmentation and Hedonic Prediction Accuracy. Journal of Housing Economics, 2003, 12, 181-201. Housing Market Segmentation and Hedonic Prediction Accuracy. Journal of Housing Economics 12 181 201
  • Gujarati, D. Basic Econometrics. Third edition. McGraw-Hill, Inc., New York, 1995. Basic Econometrics
  • Hannan, E. The Identification and Parameterization of Armax and State Space Forms. Econometrica, 1976, 44, 713-23. The Identification and Parameterization of Armax and State Space Forms. Econometrica 44 713 23
  • Kaboudan, M. TSGP: A Time Series Genetic Programming Software. http://bulldog2.redlands.edu/fac/mak_kaboudan/tsgp, 2004. http://bulldog2.redlands.edu/fac/mak_kaboudan/tsgp
  • Koza, J. Genetic Programming. Cambridge, MA: The MIT Press, 1992. Genetic Programming
  • Laposa, S. and Thrall, G. Mass Appraisal and Noise: The Use of Lifestyle Segmentation Profiles to Define Neighborhoods for Hedonic Housing Price Mass Appraisal Models. In J. Stillwell and G. Clark (Eds.), Applied GIS and Spatial Analysis. Chichester, England: John Wiley and Sons, 2003. Applied GIS and Spatial Analysis
  • Lee, G. Genetic Recursive Regression for Modeling and Forecasting Real-World Chaotic Time Series. In L. Spector et al. (Eds.), Advances in Genetic Programming. Vol. III, Cambridge, MA: MIT Press, 1999, 401-23. Advances in Genetic Programming
  • Longley, P. and M. Batty. Spatial Analysis: Modelling in a GIS Environment. Cambridge, UK: GeoInformation International, 1996. Spatial Analysis: Modelling in a GIS Environment
  • Mason, C. and J. Quigley. Non-Parametric Hedonic Housing Prices. Housing Studies, 1996, 11, 373-85. Non-Parametric Hedonic Housing Prices. Housing Studies 11 373 85
  • Rintala, T. Predicting Sunspot Numbers. http://www.uwasa.fi/cs/publications/2NWGA/node169.html, 1996. http://www.uwasa.fi/cs/publications/2NWGA/node169.html
  • White, H. Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroscedasticity. Econometrica, 1980, 48, 817-38. Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroscedasticity. Econometrica 48 817 38
  • Wooldridge, J. Introductory Econometrics, second edition. Thomson South-West, Ohio, 2003. Introductory Econometrics

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.